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ResearchFormerly WizWand

Hallucination Evaluation on CRC-100K

1.019CHAIRsRandom
0.786040.846520.9070.96748May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RandomModel=LLaVA, Shot=1-shot2026.051.0190.732
RandomModel=LLaVA, Shot=3-shot2026.050.9960.725
kNNModel=LLaVA, Shot=1-shot2026.050.9940.7
DRModel=LLaVA, Shot=1-shot2026.050.990.706
DRModel=LLaVA, Shot=3-shot2026.050.9870.678
kNNModel=LLaVA, Shot=3-shot2026.050.9830.681
GAUCModel=LLaVA, Shot=1-shot2026.050.9430.63
MIMICModel=LLaVA, Shot=1-shot2026.050.9380.637
GAUCModel=LLaVA, Shot=3-shot2026.050.9360.608
MIMICModel=LLaVA, Shot=3-shot2026.050.9250.614
RandomModel=Qwen, Shot=1-shot2026.050.9160.64
RandomModel=Qwen, Shot=3-shot2026.050.9120.633
kNNModel=Qwen, Shot=1-shot2026.050.8520.585
kNNModel=Qwen, Shot=3-shot2026.050.8470.579
DRModel=Qwen, Shot=1-shot2026.050.8410.577
DRModel=Qwen, Shot=3-shot2026.050.8290.565
MIMICModel=Qwen, Shot=1-shot2026.050.8190.56
MIMICModel=Qwen, Shot=3-shot2026.050.8080.548
GAUCModel=Qwen, Shot=1-shot2026.050.8030.552
GAUCModel=Qwen, Shot=3-shot2026.050.7950.539